Ekkono
Click to visit website
About
Ekkono provides edge AI solutions designed for deployment on resource-constrained devices. It focuses on sensor data analysis, condition monitoring, performance optimization and sustainability. Their software supports incremental learning, real-time data preprocessing, and anomaly detection. They offer a Software Development Kit (SDK) for model generation, optimization, evaluation and implementation, and support model life-cycle management (MLCM).
Platform
Task
Features
• performance optimization
• condition monitoring
• edge ai
• condition-based maintenance
• ai on everything
• adaptive automation
• sustainable products embedded edge ai
• individual condition monitoring
FAQs
How is this different from TensorFlow Lite/Micro?
TensorFlow Lite/Micro is designed for deep learning tasks like image classification on edge devices. However, the vast majority of edge ML use cases focus on sensor data—such as pressure, temperature, or power consumption—rather than images. These scenarios require functionality like incremental learning, real-time data preprocessing and anomaly detection, which TensorFlow Lite/Micro lacks.
How we verify that a model learns correctly
Machine learning models are inherently designed to filter out noise and disturbances in data, so minor variations are typically disregarded without requiring additional measures. To ensure a model is learning correctly, Ekkono provides several built-in tools: 1. Track Error Over Time: Ekkono monitors error trends to confirm learning. A steady decrease in error indicates effective training. 2. Pause Training: Temporarily disable training to see if the model maintains performance, confirming it has learned relevant patterns. 3. Handle Sensor Errors: Systematic sensor errors should be addressed at the IoT platform level. Alternatively, Ekkono can monitor sensors individually using change detection. These features ensure reliable learning without the need for extra error-checking functionality.
Pricing Plans
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Featured Tools
Songmeaning
Songmeaning is an AI-powered tool that helps users uncover the hidden stories and meanings behind song lyrics, enhancing their musical understanding.
View Details
PropLytics
PropLytics is an AI-powered platform for real estate investors, providing data-backed ROI insights to help make smarter, faster investment decisions.
View Details
GitGab
GitGab is an AI tool that contextualizes top AI models like ChatGPT, Claude, and Gemini with your GitHub repositories and local code for enhanced development.
View Details
nuptials.ai
nuptials.ai is an AI wedding planning partner, offering timeline planning, budget optimization, vendor matching, and a 24/7 planning assistant to help plan your perfect day.
View Details
Fastbreak AI
Fastbreak AI is an ultimate AI-powered sports operations engine, offering intelligent software for sports league scheduling, tournament management, and brand sponsorship.
View Details
Healing Grace Alternative Healing
Healing Grace Alternative Healing is a center offering personalized care through organic bath and body products, natural remedies, and spiritual healing practices.
View Details
Smart Cookie Trivia
Smart Cookie Trivia is a platform offering a wide variety of trivia questions across numerous categories to help users play trivia, explore different topics, and expand their knowledge.
View Details
Swiftspeed App Builder
Swiftspeed App Builder is a no-code AI app builder that allows users to create Android and iOS mobile applications from websites or from scratch without coding.
View Details
Sista AI
Sista AI provides IT consultancy, software development, AI solutions, and innovative AI products like AI Voice Assistants and Coaching Chatbots to enhance user experience and streamline processes.
View DetailsLatest AI News
View All News
A new study shows how strategically applying AI in power, transport, and food systems can cut billions of tons of emissions.
As AI supercharges quantum and quantum empowers AI, prepare for a new era of computational breakthroughs.
A new platform exposes AI's true scientific capabilities and the surprising limits of automated expert evaluation.